[0001] The present invention relates to a method of collecting measurement data during automatically
milking of a dairy animal according to the preamble of claim 1.
[0002] Such a method in which milking takes place by means of a milking robot is known per
se. In such a method i.a. the value of the conductivity of the milk produced by the
dairy animal can be measured. In this situation the value of the conductivity is thus
constituted by the value of a variable in relation to the dairy animal as mentioned
in the preamble of claim 1. In dependence on the value of the conductivity it may
be decided whether or not the milk obtained is suitable for being processed further.
However, it has appeared that the known method sometimes draws a wrong conclusion
on the basis of the measured conductivity, so that e.g. suitable milk is not used
for being processed further, but is discharged.
[0003] It is i.a. an object of the invention to provide a method of milking a dairy animal
by means of which the decision whether or not milk obtained is suitable for being
processed further can be taken in an accurate manner.
[0004] According to the invention, for that purpose a method of the above-described type
comprises the measures according to the characterizing part of claim 1. The invention
is based on the insight that the measured value of the variable depends on the measured
period, also called interval, even when the condition of the dairy animal remains
unchanged. By repeatedly varying, according to the invention, the admission criterion
in such a manner that periods of time with different values are obtained, it is possible
to obtain automatically measurement signals belonging to the various periods. By period
is meant in particular a period of time measured by a clock or a number of dairy animals
having been milked between the two successive milking runs. Alternatively also other
variables may be considered as periods, such as e.g. the quantity of milk produced
between the two successive milking runs.
[0005] The method preferably comprises the step of storing measurement signals per period
in a memory.
[0006] The method preferably comprises the step of measuring during the entire course of
the milking run the value of the milk variable for obtaining a measurement pattern
of the milk variable, and the step of storing the measurement pattern in a memory.
By not only using one single measured value but a measurement pattern, it is possible
to take a still more accurate decision whether or not the milk obtained should be
processed further.
[0007] In particular the method comprises the step of determining the average of a measurement
pattern of a milk variable, it being advantageous when the average measurement pattern
is stored in a memory. Such an average measurement pattern may excellently be used
for determining deviations from this average pattern, which may be an indication that
the condition of the dairy animal is different from normal or that the milk produced
by the dairy animal is different from normal. Such an average measurement pattern
appears to provide per animal a more accurate indication of the deviation than a predetermined
reference value. Especially when the average is a so-called progressive average, i.e.
an average over e.g. the last ten milking runs (another number is possible as well),
it is possible to take an accurate decision whether or not the milk obtained should
be processed further.
[0008] In an embodiment of a method according to the invention the average measurement pattern
is stored per period, so that it is possible to store the measurement patterns (respectively
measured values) per period and to compare them with momentary measurement patterns
respectively measured values.
[0009] In a further embodiment of a method according to the invention a momentary measurement
pattern of a milk variable in a measured period is compared with the stored measurement
pattern of the milk variable for the same period, and there is issued a comparison
signal indicative of the comparison result. It is thus possible, when the device is
provided with a milk line system comprising a number of lines and with at least one
device controlled by the comparison signal for guiding milk flowing through the milk
line system to a relevant line, to discharge automatically unsuitable milk or to convey
suitable milk for being processed further.
[0010] There is preferably issued, in dependence on the comparison signal, a warning to
the manager of the device, e.g. in the form of a sound signal.
[0011] The step of measuring a value of a variable in relation to the dairy animal preferably
comprises measuring the intensity of at least one wavelength band, in particular in
the visible wavelength range, of the milk obtained from the dairy animal, the variable
being the intensity of the wavelength band. In particular the intensity of the separate
colours in the milk obtained from the separate udder quarters is established. In this
embodiment the variable is thus constituted by the colour of the milk obtained.
[0012] The step of measuring a value of a variable in relation to the dairy animal preferably
comprises measuring the flow of the milk obtained during the milking run. Preferably
the flow of the milk obtained from the separate udder quarters is measured.
[0013] The step of measuring a value of a variable in relation to the dairy animal preferably
comprises measuring the conductivity of the milk obtained during the milking run.
Preferably the conductivity of the milk obtained from the separate udder quarters
is measured.
[0014] In a still further embodiment of a method according to the invention the step of
measuring a value of a variable in relation to the dairy animal comprises measuring
the temperature of the milk obtained during the milking run. Preferably the temperature
of the milk obtained from the separate udder quarters is measured.
[0015] In another further embodiment of a method according to the invention the step of
measuring a value of a variable in relation to the dairy animal comprises measuring
the quantity of a component of the milk obtained during the milking run, such as fat,
protein, urea, bacteria, sugars, free fatty acids, germs, etc. Preferably the quantity
of a component of the milk obtained from the separate udder quarters is measured.
[0016] In another further embodiment of a method according to the invention the step of
measuring a value of a variable in relation to the dairy animal comprises measuring
the quantity of the milk obtained during the milking run. Preferably the quantity
of the milk obtained from the separate udder quarters is measured.
[0017] In a still further embodiment of a method according to the invention the step of
measuring a value of a variable in relation to the dairy animal comprises measuring
the activity of the dairy animal during the milking run.
[0018] The invention will be explained hereinafter in further detail with reference to an
embodiment shown in the drawing, in which:
Figure 1 is a schematic view of a device for milking a cow, provided with a colour
sensor measuring system, and
Figure 2 is a schematic view of a milking box with a milking robot provided with means
for measuring a variable in relation to the cow.
[0019] Figure 1 shows four teat cups 1 to be connected to the teats of an animal to be milked,
the milk discharge lines 2 of said teat cups 1 debouching into a milk glass 3. To
the milk glass 3 there is further connected a vacuum line 18 for the purpose of applying
a vacuum in the milk glass 3 itself, in the milk discharge lines 2 and in the teat
cups 1, said vacuum being required for keeping the teat cups connected to the teats
of the animal, for enabling milking and for separating milk and air present therein
from each other in the milk glass 3. From the milk glass 3 the milk obtained is discharged
via a valve 4, a pump 5, a non-return valve 6 and a three-way valve 7 through a line
8 to a not further shown milk tank.
[0020] Figure 1 further shows a colour sensor measuring system 9, said measuring system
comprising a colour intensity processing unit (MCS) 10 to which four sensors 12 are
connected via glass fibre cables 11. Said sensors 12 are disposed in the milk lines
2 for establishing the intensity of a number of defined colours in the milk and for
supplying signals representing these intensities to the processing unit 10. As a colour
sensor measuring system may be used the Modular Color Sensor system CS1 of Stracon
Messsysteme GmbH, Im Camisch 10, Kahla. The sensors used in this system are sensitive
to frequencies in frequency bands for red (R), green (G) and blue (B). Therefore there
are issued three signals per measurement, which may be considered as intensity values
for these three colours.
[0021] Although until now the opinion prevailed that for milk of a constant composition
these three intensity values have a fixed mutual relation, said relation depending
i.a. on the impurities and components in the milk, it has appeared that with certain
dairy animals the relation between the three intensity values depends on the interval,
in other words depends on the period between two successive milking runs.
[0022] The colour intensity processing unit (MCS) 10 comprises a computer (PC) 13 (shown
in the figure separately from the colour intensity processing unit (MCS) for the sake
of clearness), in which for each animal to be milked there is a file in which all
data required for milking a relevant animal are stored.
[0023] At each milking run also the obtained three intensity values of the relevant colours
in the milk are stored. These intensity values stored at each milking run thus form
the so-called historical intensity values. The progressive average may be determined
from the historical intensity vales obtained for a certain animal during a defined
number of the last milking runs carried out. Upon averaging milking runs with equal
intervals should be used. The intensity values obtained at a next milking run with
an equal interval may be compared with this progressive average, i.e. the last obtained
intensity value of each of the three colours may be compared with the corresponding
intensity value belonging to that interval, recorded in the computer as a progressive
average. In other words, the intensity values are compared both mutually and with
corresponding intensity values recorded during one or more previous milking runs with
an equal interval. This comparison process takes place in the computer 13 which also
functions as a comparing device. Subsequently the results of this comparison process
may be displayed on a displaying device in such a manner that the presence of certain
substances, such as impurities, in the milk can be read directly therefrom. These
results may be supplied via the line 14 to a screen or to a printer.
[0024] Instead of determining the progressive average of the intensity values for each of
the colours, it is also possible to determine in another manner for each colour a
calibration value, such as in particular a reference pattern, respectively a lower
threshold pattern or an upper threshold pattern. It is possible to apply calibration
values which could hold for the milk obtained from all the animals or from a group
of animals. In that case it will not be necessary to dispose a sensor 12 in each of
the milk discharge lines 2, but an overflow reservoir 17 may be disposed in the milk
glass 3, in which overflow reservoir there is provided such a sensor 12' which is
connected to the processing unit 10 via a glass fibre cable shown by a "dashed" line
11'. As a further alternative a sensor 12" may be disposed in the lower part of the
milk glass 3. Also in the latter case said sensor has to be connected to the processing
unit 10 via a glass fibre cable 11".
[0025] However, in all situations it applies that, when inadmissible quantities of undesired
substances appear to be present in the milk, the computer 13 issues a signal over
the line 15 to the three-way valve 7, via which three-way valve 7 and the discharge
line 16 connected thereto the milk containing these undesired substances may be discharged
separately.
[0026] When for example blood has come into the milk, the intensity value issued by the
sensor 12 for the colour red, will be higher than when no blood is present in the
milk. This intensity value will then be higher than the progressive average established
on the basis of the historical intensity values or higher than the calibration value
applied (of course in dependence on the comparison with values belonging to the same
interval). Also when there are no impurities in the milk, alterations in the concentration
of substances normally being present in the milk may still be established. When for
example the fat content of the milk changes in the course of the lactation period,
then the mutual relation of the three intensity values established during each milking
run changes as well.
[0027] Because the composition of the milk is different for different animals, which is
even visually perceptible from the colour, the intensity values for the three colours
will have a mutually different ratio for different animals. Therefore it is advantageous
to determine the intensity values for each animal separately at each milking run and
to compare them with calibration values or, in particular, with progressive averages
established for this specific animal (and belonging to the same interval).
[0028] An example of the dependence of the measured colour intensity on the interval, said
dependence having been proved clearly by means of the above-mentioned colour sensor
measuring system, is given hereinafter. It has further appeared that this dependence
is reproducible. For a particular cow it has appeared that the intensity of the blue
frequency band rises in a particular manner when the period of time, the interval,
(or the number of cows having been milked) increases. It has further appeared that
the intensity of the green frequency band shows a certain, slight fall at an increasing
interval. The intensity of the red frequency band showed a certain slight rise. For
this cow the total sum of the intensities appeared to rise to a maximum value at an
increasing interval and to fall via a particular pattern at a further increasing interval.
The value of the intensity in the red frequency band reduced by the value of the blue
frequency band appeared to show with this cow a falling pattern at an increasing interval,
whereas the quotient of the intensity in the red frequency band and the intensity
in the green frequency band rose to a maximum value at an increasing interval and
remained constant at a further increase of the interval. It will be obvious that upon
comparing the milk obtained from this cow, at each interval there has to be taken
a different reference value or pattern to decide whether or not the milk obtained
is suitable for being processed further.
[0029] It has further appeared that the colour intensity may differ per quarter, so that
it is advantageous to compare the data per animal, per quarter, per interval, in order
to be able to decide whether or not milk obtained from a quarter should be processed
further.
[0030] It has further appeared that the flow of the milk obtained during the milking run
depends on the interval. Also here, to be able to take a correct decision whether
or not the milk obtained should be processed further, the measured flow values have
to be compared with the reference value for that interval. It is noticed that a flow
sensor for measuring the flow of the milk obtained during the milking run is known
per se. In particular the flow sensor measures the flow of the milk obtained from
the separate udder quarters. For the above-mentioned cow it has appeared that the
flow rises at an increasing interval.
[0031] It has further appeared that the conductivity of the milk obtained for the mentioned
cow rises at an increasing interval. A conductivity meter for measuring the conductivity
of the milk obtained during the milking run, in particular per quarter, may then be
used to take a correct decision whether or not the milk obtained (possibly per quarter)
should be processed further.
[0032] It has further appeared that the temperature of the milk obtained for the mentioned
cow rises at an increasing interval. In that situation a thermometer may be used for
measuring the temperature of the milk obtained during the milking run, in particular
for measuring the temperature of the milk obtained from the separate udder quarters,
in order to take a correct decision whether or not the milk obtained (possibly per
quarter) should be processed further.
[0033] Moreover it has appeared that for the mentioned cow the fat content of the milk obtained
falls according to a certain curve at an increasing interval. Also for other components
there appears to be a dependence between the quantity and the interval. A component
meter for measuring the quantity of a component of the milk obtained during the milking
run, such as fat, protein, urea, bacteria, sugars, free fatty acids, germs, etc.,
in particular the components of the milk obtained from the separate udder quarters,
may then be used for taking a correct decision whether or not the milk obtained (possibly
per quarter) should be processed further.
[0034] Besides it has appeared that for the mentioned cow the milk yield increases at an
increasing interval. A quantity meter for measuring the quantity of the milk obtained
during the milking run, in particular for measuring the quantity of the milk obtained
from the separate udder quarters, may then be used in order to take a correct decision
whether or not the milk obtained (possibly per quarter) should be processed further.
[0035] Research has also revealed that the activity of the mentioned cow, e.g. determined
by means of a step counter, depends on the interval. Moreover it appears that an increased
activity may indicate an udder inflammation, as a result of which the cow experiences
pain and tries to kick off the teat cups during connection of the teat cups. Udder
inflammation affects, as known, the quality of the milk, so that the activity may
be used to determine the quality of the milk. The activity may also be determined
in another manner, e.g. by measuring the heartbeat of the cow.
[0036] The above-mentioned relations have not only been found with a particular cow, but
all cows appear to produce milk of which the measurable variables depend on the interval.
Moreover cows also appear to show an interval-dependent activity. It will be obvious
that the exact nature of that dependence can be determined by measurement.
[0037] As already mentioned above for colour intensity measurement, especially a measured
measurement pattern (also called measured curve) of the variable appears to be adapted
to decide during the milking run whether or not milk obtained should be processed
further. This applies in particular to the pattern of colour, conductivity and flow
during a milking run, although the other above-mentioned variables also show a pattern
during the milking run, which pattern may be used for obtaining a correct decision
whether or not milk obtained is suitable for being processed further.
[0038] In this situation an averaging device may determine the average of a measurement
pattern of a milk variable and use this average as a reference pattern. Besides, other
reference patterns are possible as well (e.g. an upper threshold pattern and/or a
lower threshold pattern).
[0039] Figure 2 shows schematically a milking box 19 with a milking robot 20, to which a
cow gets access or in which a cow is actually milked in dependence on an admission
criterion, which is known per se. According to the invention this admission criterion
is varied in such a manner, preferably periodically, that milking runs for a cow at
different intervals are obtained, so that relevant measurement data and reference
values can be used for determining whether or not milk obtained is suitable for being
processed further. In the milking box various measuring devices are present for measuring
variables in relation to the cow.
[0040] For example the heart beat may be measured by means of a band 21 including a heart
beat meter around the leg or the abdomen of the cow 22. Alternatively or additionally
a heart beat meter known per se may be provided on the cow 22 near a place where an
artery is located, in this connection the udder or an ear of the cow may be taken
into consideration. A suitable heart monitoring system is for example obtainable at
Polar Electro Oy, Helsinki, Finland. Alternatively a heart beat meter may be included
in at least one of the teat cups 23.
[0041] In the milking box 19 there may be disposed one or more cameras 24 for observing
and measuring the activity of the cow 22. The video pictures are analysed by movement
recognition equipment known per se for determining activity parameters such as stepping,
kicking and the like. To that end the picture is compared per cow 22 with stored historical
data regarding the cow 22. Also in this situation it applies, as mentioned above,
that the historical data used for the comparison relate to the same interval.
[0042] There may further be provided a step counter 25, a muscle contraction meter 26 and/or
a muscle vibration meter 27 for determining the activity of the cow 22.
[0043] A flow sensor 28 measures the flow of the milk obtained during a milking run. A conductivity
meter 29 measures the conductivity of the milk obtained during a milking run. A thermometer
30 measures the temperature of the milk obtained during a milking run. A component
meter 31 measures the components, e.g. protein and fat, in the milk obtained during
the milking run, and the milk yield is measured by a quantity meter 32 or yield meter.
[0044] All these measurement data are transmitted to or read by a processing device 33 comprising
a computer having a memory. Besides the measurement data the processing device 33
also stores the period of time elapsed since the same animal has been milked. Alternatively
the processing device stores the number of cows having been milked. To that end the
processing device 33 comprises a clock (not explicitly shown, but implicitly present
in the computer) for determining the period of time between two successive milking
runs of the dairy animal. Alternatively the processing device comprises a counter
for counting the number of cows having been milked. In the memory of the computer
of the processing device 33 reference values or reference patterns are stored per
interval, per animal or per group of animals, possibly per quarter, and per milk variable,
respectively these reference values or reference patterns are generated by the system
itself. The processing device 33 comprises a (non-shown) comparing device for comparing
the measured value of the variable with the stored reference values. The comparing
device issues a comparison signal, the value of which depends on the comparison result,
and is thus indicative of the comparison result. This comparison signal may be displayed
on a displaying device, such as a screen 34. As described above, the comparison signal
may also be used for controlling a valve or the like, so that the milk obtained will
be processed further or not. Should the comparison signal indicate a deviation, then
it is also possible for the comparison signal to control a device for generating a
warning (such as e.g. a loudspeaker) for issuing a signal (e.g. a sound) which is
perceptible by a manager of the device.
[0045] It will be obvious that the measured values may be used separately, but that also
combinations of measured values of different variables may be used for determining
whether or not milk should be processed further (or for determining whether the condition
of a dairy animal is within the standards). Thus a weight factor may be given to certain
parameters for combining the measured values and/or comparison results obtained in
a desired manner. It will further be obvious that in view of the number of different
admission criterions known to a person skilled in the art, an explicit description
thereof has been omitted for the sake of simplicity. It will be clear for a person
skilled in the art that the relevant criterion should be altered repeatedly for obtaining
measurement data (measurement signals) at different intervals, e.g. 1, 1.5, 2, 2.5,
..., hours.
[0046] As described, Figure 2 shows a side view of a milking box 19 with a cow 22 present
therein. The milking box 19 is provided with a milking robot 20 with teat cups 23
which are automatically connected to the teats of the cow 22 by means of the milking
robot 20. Near the front side of the milking box 19 there is further disposed a feeding
trough to which concentrate may be supplied in metered quantities. Other elements
of the milking box and the robot are not shown in the figure for the sake of clearness.
1. A method of collecting measurement data during automatically milking a dairy animal
by means of a device provided with a milking box with a milking robot, said method
comprising the step of determining the period between two successive milking runs
of the dairy animal, the step of measuring a value of a variable in relation to the
dairy animal, the step of issuing a measurement signal indicative of the measured
value, and the step of admitting a dairy animal to the milking box in dependence on
an admission criterion, characterized in that the method comprises the step of repeatedly varying the admission criterion in such
a manner that periods with different values are obtained.
2. A method as claimed in claim 1, characterized in that the step of determining the period between two successive milking runs of the dairy
animal comprises measuring the period of time between two successive milking runs
by means of a clock.
3. A method as claimed in claim 1, characterized in that the step of determining the period between two successive milking runs of the dairy
animal comprises counting the number of dairy animals having been milked between the
two successive milking runs.
4. A method as claimed in claim 1, 2 or 3, characterized in that the method comprises the step of storing measurement signals per period in a memory.
5. A method as claimed in any one of the preceding claims, characterized in that the method comprises the step of measuring during the entire course of the milking
run the value of the milk variable for obtaining a measurement pattern of the milk
variable, and the step of storing the measurement pattern in a memory.
6. A method as claimed in claim 5, characterized in that the method comprises the step of determining the average of a measurement pattern
of a milk variable belonging to the same period.
7. A method as claimed in claim 6, characterized in that the method comprises the step of storing the average measurement pattern per period.
8. A method as claimed in claim 5, 6 or 7, characterized in that the method comprises the step of storing a reference pattern per period.
9. A method as claimed in claim 7 or 8, characterized in that the method comprises the step of comparing a momentary measurement pattern of a milk
variable in a measured period with the stored measurement pattern of the milk variable
for the same period, and of issuing a comparison signal indicative of the comparison
result.
10. A method as claimed in claim 9, characterized in that the method comprises the step of controlling the milk flow in dependence on the comparison
signal.
11. A method as claimed in claim 9 or 10, characterized in that the method comprises the step of generating a warning in dependence on the comparison
signal.
12. A method as claimed in any one of the preceding claims, characterized in that the step of measuring a value of a variable in relation to the dairy animal comprises
measuring the intensity of at least one wavelength band, in particular in the visible
wavelength range, of the milk obtained from the dairy animal, the variable being the
intensity of the wavelength band.
13. A method as claimed in claim 11, characterized in that the intensity of the separate colours in the milk obtained from the separate udder
quarters is established.
14. A method as claimed in any one of the preceding claims, characterized in that the step of measuring a value of a variable in relation to the dairy animal comprises
measuring the flow of the milk obtained during the milking run.
15. A method as claimed in claim 14, characterized in that the flow of the milk obtained from the separate udder quarters is measured.
16. A method as claimed in any one of the preceding claims, characterized in that the step of measuring a value of a variable in relation to the dairy animal comprises
measuring the conductivity of the milk obtained during the milking run.
17. A method as claimed in claim 16, characterized in that the conductivity of the milk obtained from the separate udder quarters is measured.
18. A method as claimed in any one of the preceding claims, characterized in that the step of measuring a value of a variable in relation to the dairy animal comprises
measuring the temperature of the milk obtained during the milking run.
19. A method as claimed in claim 18, characterized in that the temperature of the milk obtained from the separate udder quarters is measured.
20. A method as claimed in any one of the preceding claims, characterized in that the step of measuring a value of a variable in relation to the dairy animal comprises
measuring the quantity of a component of the milk, such as fat, protein, urea, bacteria,
sugars, free fatty acids, germs, etc. obtained during the milking run.
21. A method as claimed in claim 20, characterized in that the quantity of the components of the milk obtained from the separate udder quarters
is measured.
22. A method as claimed in any one of the preceding claims, characterized in that the step of measuring a value of a variable in relation to the dairy animal comprises
measuring the quantity of the milk obtained during the milking run.
23. A method as claimed in claim 22, characterized in that the quantity of the milk obtained from the separate udder quarters is measured.
24. A method as claimed in any one of the preceding claims, characterized in that the step of measuring a value of a variable in relation to the dairy animal comprises
measuring the activity of the dairy animal during the milking run.